Description

This analysis provides a forecast of XRP prices using a Seasonal ARIMA model with Box-Cox transformation. The forecast includes different scenarios:

The confidence levels used are 68%, 95%, and 99.7%, which means there is a corresponding probability that the actual price will fall within the Bear and Bull case range for each confidence level.

The purpose of this model is to help investors understand potential future price movements and make informed decisions based on different market scenarios.

Bear_0.997 Bear_0.95 Bear_0.68 Base Bull_0.68 Bull_0.95 Bull_0.997
2025-07-27 1.546337 1.946218 2.489442 3.317023 4.620209 6.752809 10.956201
2025-08-03 1.022900 1.410267 2.022379 3.165125 5.578071 11.750845 39.727996
2025-08-10 0.807472 1.180355 1.832793 3.250901 7.120335 23.614655 612.381063
2025-08-17 0.688589 1.052126 1.741127 3.445579 9.426478 60.867367 NaN
2025-08-24 0.592068 0.931014 1.608577 3.446251 11.347944 174.976592 NaN
2025-08-31 0.511909 0.819622 1.456077 3.291726 12.462584 587.974763 NaN
2025-09-07 0.469439 0.770086 1.421611 3.473141 16.488151 NaN NaN
2025-09-14 0.427333 0.712631 1.351070 3.492401 19.986544 NaN NaN
2025-09-21 0.387391 0.652776 1.258979 3.378596 22.169477 NaN NaN
2025-09-28 0.356399 0.606864 1.191040 3.323956 25.488963 NaN NaN
2025-10-05 0.345197 0.600925 1.224643 3.732725 43.209528 NaN NaN
2025-10-12 0.329226 0.581993 1.218274 3.966728 67.473931 NaN NaN
2025-10-19 0.308104 0.549379 1.167735 3.953435 88.245928 NaN NaN
2025-10-26 0.285533 0.511030 1.093466 3.766422 96.117121 NaN NaN
2025-11-02 0.271935 0.491742 1.071950 3.879058 154.351353 NaN NaN
2025-11-09 0.262207 0.480205 1.071385 4.132580 359.477721 NaN NaN
2025-11-16 0.249065 0.459051 1.036351 4.133528 640.363827 NaN NaN
2025-11-23 0.234094 0.432095 0.978178 3.932410 717.548498 NaN NaN
2025-11-30 0.227024 0.423517 0.978060 4.168665 5324.820518 NaN NaN
2025-12-07 0.217588 0.408201 0.952799 4.193841 238446.632588 NaN NaN
2025-12-14 0.206777 0.388581 0.909961 4.045338 NaN NaN NaN
2025-12-21 0.197803 0.372842 0.878170 3.974266 NaN NaN NaN
2025-12-28 0.196180 0.375284 0.909577 4.509508 NaN NaN NaN